Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 1408 |
| Missing cells | 6194 |
| Missing cells (%) | 22.0% |
| Duplicate rows | 2 |
| Duplicate rows (%) | 0.1% |
| Total size in memory | 220.1 KiB |
| Average record size in memory | 160.1 B |
Variable types
| Categorical | 7 |
|---|---|
| Text | 1 |
| Numeric | 11 |
| DateTime | 1 |
| Dataset has 2 (0.1%) duplicate rows | Duplicates |
bb_bf is highly overall correlated with runs and 4 other fields | High correlation |
runs is highly overall correlated with bb_bf and 8 other fields | High correlation |
wkts is highly overall correlated with wicketball_prob and 1 other fields | High correlation |
wicketball_prob is highly overall correlated with runs and 3 other fields | High correlation |
runs_per_ball is highly overall correlated with runs and 4 other fields | High correlation |
overs is highly overall correlated with bb_bf and 2 other fields | High correlation |
econ is highly overall correlated with runs and 2 other fields | High correlation |
4s is highly overall correlated with bb_bf and 6 other fields | High correlation |
6s is highly overall correlated with runs and 3 other fields | High correlation |
sr is highly overall correlated with runs and 4 other fields | High correlation |
mins is highly overall correlated with bb_bf and 4 other fields | High correlation |
bat_or_bowl is highly overall correlated with bb_bf and 9 other fields | High correlation |
mdns is highly overall correlated with bat_or_bowl | High correlation |
not_out is highly overall correlated with bat_or_bowl | High correlation |
mdns is highly imbalanced (54.5%) | Imbalance |
wkts has 846 (60.1%) missing values | Missing |
overs has 846 (60.1%) missing values | Missing |
mdns has 846 (60.1%) missing values | Missing |
econ has 846 (60.1%) missing values | Missing |
4s has 562 (39.9%) missing values | Missing |
6s has 562 (39.9%) missing values | Missing |
sr has 562 (39.9%) missing values | Missing |
not_out has 562 (39.9%) missing values | Missing |
mins has 562 (39.9%) missing values | Missing |
runs has 65 (4.6%) zeros | Zeros |
wkts has 201 (14.3%) zeros | Zeros |
wicketball_prob has 330 (23.4%) zeros | Zeros |
runs_per_ball has 65 (4.6%) zeros | Zeros |
4s has 255 (18.1%) zeros | Zeros |
6s has 558 (39.6%) zeros | Zeros |
sr has 65 (4.6%) zeros | Zeros |
Reproduction
| Analysis started | 2023-11-20 14:59:02.007055 |
|---|---|
| Analysis finished | 2023-11-20 14:59:15.653600 |
| Duration | 13.65 seconds |
| Software version | ydata-profiling vv4.6.1 |
| Download configuration | config.json |
team
Categorical
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.1 KiB |
| NED | |
|---|---|
| AUS | |
| ENG | |
| NZ | |
| BAN | |
| Other values (5) |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 2.6995739 |
| Min length | 2 |
Characters and Unicode
| Total characters | 3801 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | PAK |
|---|---|
| 2nd row | ENG |
| 3rd row | NZ |
| 4th row | NZ |
| 5th row | AFG |
Common Values
| Value | Count | Frequency (%) |
| NED | 157 | |
| AUS | 155 | |
| ENG | 151 | |
| NZ | 144 | |
| BAN | 141 | |
| SA | 141 | |
| SL | 138 | |
| AFG | 129 | |
| PAK | 128 | |
| IND | 124 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| ned | 157 | |
| aus | 155 | |
| eng | 151 | |
| nz | 144 | |
| ban | 141 | |
| sa | 141 | |
| sl | 138 | |
| afg | 129 | |
| pak | 128 | |
| ind | 124 |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 717 | |
| A | 694 | |
| S | 434 | |
| E | 308 | |
| D | 281 | 7.4% |
| G | 280 | 7.4% |
| U | 155 | 4.1% |
| Z | 144 | 3.8% |
| B | 141 | 3.7% |
| L | 138 | 3.6% |
| Other values (4) | 509 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 3801 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 717 | |
| A | 694 | |
| S | 434 | |
| E | 308 | |
| D | 281 | 7.4% |
| G | 280 | 7.4% |
| U | 155 | 4.1% |
| Z | 144 | 3.8% |
| B | 141 | 3.7% |
| L | 138 | 3.6% |
| Other values (4) | 509 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3801 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| N | 717 | |
| A | 694 | |
| S | 434 | |
| E | 308 | |
| D | 281 | 7.4% |
| G | 280 | 7.4% |
| U | 155 | 4.1% |
| Z | 144 | 3.8% |
| B | 141 | 3.7% |
| L | 138 | 3.6% |
| Other values (4) | 509 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3801 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| N | 717 | |
| A | 694 | |
| S | 434 | |
| E | 308 | |
| D | 281 | 7.4% |
| G | 280 | 7.4% |
| U | 155 | 4.1% |
| Z | 144 | 3.8% |
| B | 141 | 3.7% |
| L | 138 | 3.6% |
| Other values (4) | 509 |
player
Text
| Distinct | 152 |
|---|---|
| Distinct (%) | 10.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.1 KiB |
Length
| Max length | 27 |
|---|---|
| Median length | 24 |
| Mean length | 16.99929 |
| Min length | 12 |
Characters and Unicode
| Total characters | 23935 |
|---|---|
| Distinct characters | 58 |
| Distinct categories | 8 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 6 ? |
|---|---|
| Unique (%) | 0.4% |
Sample
| 1st row | Shaheen Shah Afridi (PAK) |
|---|---|
| 2nd row | DJ Willey (ENG) |
| 3rd row | MJ Henry (NZ) |
| 4th row | LH Ferguson (NZ) |
| 5th row | Noor Ahmad (AFG) |
| Value | Count | Frequency (%) |
| sa | 166 | 3.8% |
| ned | 156 | 3.5% |
| aus | 155 | 3.5% |
| eng | 151 | 3.4% |
| nz | 144 | 3.3% |
| ban | 141 | 3.2% |
| sl | 138 | 3.1% |
| afg | 129 | 2.9% |
| pak | 128 | 2.9% |
| ind | 124 | 2.8% |
| Other values (270) | 2977 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3001 | 12.5% | |
| a | 2030 | 8.5% |
| ( | 1423 | 5.9% |
| ) | 1423 | 5.9% |
| A | 1121 | 4.7% |
| e | 901 | 3.8% |
| N | 836 | 3.5% |
| S | 817 | 3.4% |
| h | 814 | 3.4% |
| i | 750 | 3.1% |
| Other values (48) | 10819 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 10487 | |
| Uppercase Letter | 7539 | |
| Space Separator | 3001 | 12.5% |
| Open Punctuation | 1423 | 5.9% |
| Close Punctuation | 1423 | 5.9% |
| Dash Punctuation | 38 | 0.2% |
| Decimal Number | 15 | 0.1% |
| Other Punctuation | 9 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 2030 | |
| e | 901 | 8.6% |
| h | 814 | 7.8% |
| i | 750 | 7.2% |
| n | 730 | 7.0% |
| r | 627 | 6.0% |
| m | 571 | 5.4% |
| l | 546 | 5.2% |
| d | 519 | 4.9% |
| s | 501 | 4.8% |
| Other values (16) | 2498 |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 1121 | |
| N | 836 | 11.1% |
| S | 817 | 10.8% |
| M | 532 | 7.1% |
| D | 489 | 6.5% |
| G | 374 | 5.0% |
| E | 361 | 4.8% |
| K | 298 | 4.0% |
| R | 288 | 3.8% |
| P | 271 | 3.6% |
| Other values (15) | 2152 |
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 9 | |
| 1 | 6 |
Space Separator
| Value | Count | Frequency (%) |
| 3001 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 1423 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 1423 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 38 |
Other Punctuation
| Value | Count | Frequency (%) |
| ' | 9 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 18026 | |
| Common | 5909 | 24.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 2030 | 11.3% |
| A | 1121 | 6.2% |
| e | 901 | 5.0% |
| N | 836 | 4.6% |
| S | 817 | 4.5% |
| h | 814 | 4.5% |
| i | 750 | 4.2% |
| n | 730 | 4.0% |
| r | 627 | 3.5% |
| m | 571 | 3.2% |
| Other values (41) | 8829 |
Common
| Value | Count | Frequency (%) |
| 3001 | ||
| ( | 1423 | |
| ) | 1423 | |
| - | 38 | 0.6% |
| ' | 9 | 0.2% |
| 3 | 9 | 0.2% |
| 1 | 6 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 23935 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3001 | 12.5% | |
| a | 2030 | 8.5% |
| ( | 1423 | 5.9% |
| ) | 1423 | 5.9% |
| A | 1121 | 4.7% |
| e | 901 | 3.8% |
| N | 836 | 3.5% |
| S | 817 | 3.4% |
| h | 814 | 3.4% |
| i | 750 | 3.1% |
| Other values (48) | 10819 |
bat_or_bowl
Categorical
HIGH CORRELATION
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.1 KiB |
| bat | |
|---|---|
| bowl |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.3991477 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4786 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | bowl |
|---|---|
| 2nd row | bowl |
| 3rd row | bowl |
| 4th row | bowl |
| 5th row | bowl |
Common Values
| Value | Count | Frequency (%) |
| bat | 846 | |
| bowl | 562 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| bat | 846 | |
| bowl | 562 |
Most occurring characters
| Value | Count | Frequency (%) |
| b | 1408 | |
| a | 846 | |
| t | 846 | |
| o | 562 | 11.7% |
| w | 562 | 11.7% |
| l | 562 | 11.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 4786 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| b | 1408 | |
| a | 846 | |
| t | 846 | |
| o | 562 | 11.7% |
| w | 562 | 11.7% |
| l | 562 | 11.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 4786 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| b | 1408 | |
| a | 846 | |
| t | 846 | |
| o | 562 | 11.7% |
| w | 562 | 11.7% |
| l | 562 | 11.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4786 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| b | 1408 | |
| a | 846 | |
| t | 846 | |
| o | 562 | 11.7% |
| w | 562 | 11.7% |
| l | 562 | 11.7% |
bb_bf
Real number (ℝ)
HIGH CORRELATION
| Distinct | 117 |
|---|---|
| Distinct (%) | 8.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35.305398 |
| Minimum | 0 |
|---|---|
| Maximum | 143 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 13.75 |
| median | 32 |
| Q3 | 54 |
| 95-th percentile | 75 |
| Maximum | 143 |
| Range | 143 |
| Interquartile range (IQR) | 40.25 |
Descriptive statistics
| Standard deviation | 25.248709 |
|---|---|
| Coefficient of variation (CV) | 0.71515151 |
| Kurtosis | 0.67956216 |
| Mean | 35.305398 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | 0.77338129 |
| Sum | 49710 |
| Variance | 637.49728 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 60 | 170 | 12.1% |
| 54 | 65 | 4.6% |
| 48 | 61 | 4.3% |
| 42 | 56 | 4.0% |
| 24 | 48 | 3.4% |
| 18 | 44 | 3.1% |
| 30 | 42 | 3.0% |
| 12 | 41 | 2.9% |
| 1 | 40 | 2.8% |
| 36 | 39 | 2.8% |
| Other values (107) | 802 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 1 | 40 | |
| 2 | 25 | |
| 3 | 30 | |
| 4 | 28 | |
| 5 | 24 | |
| 6 | 38 | |
| 7 | 25 | |
| 8 | 24 | |
| 9 | 18 |
| Value | Count | Frequency (%) |
| 143 | 1 | 0.1% |
| 140 | 1 | 0.1% |
| 132 | 1 | 0.1% |
| 128 | 1 | 0.1% |
| 127 | 1 | 0.1% |
| 124 | 1 | 0.1% |
| 121 | 3 | |
| 119 | 1 | 0.1% |
| 118 | 1 | 0.1% |
| 116 | 3 |
runs
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 128 |
|---|---|
| Distinct (%) | 9.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 33.237216 |
| Minimum | 0 |
|---|---|
| Maximum | 201 |
| Zeros | 65 |
| Zeros (%) | 4.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 11 |
| median | 29 |
| Q3 | 49 |
| 95-th percentile | 85 |
| Maximum | 201 |
| Range | 201 |
| Interquartile range (IQR) | 38 |
Descriptive statistics
| Standard deviation | 28.056329 |
|---|---|
| Coefficient of variation (CV) | 0.84412393 |
| Kurtosis | 2.5872257 |
| Mean | 33.237216 |
| Median Absolute Deviation (MAD) | 19 |
| Skewness | 1.277075 |
| Sum | 46798 |
| Variance | 787.15762 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 65 | 4.6% |
| 1 | 44 | 3.1% |
| 2 | 36 | 2.6% |
| 4 | 34 | 2.4% |
| 11 | 31 | 2.2% |
| 16 | 28 | 2.0% |
| 12 | 28 | 2.0% |
| 10 | 28 | 2.0% |
| 9 | 28 | 2.0% |
| 5 | 25 | 1.8% |
| Other values (118) | 1061 |
| Value | Count | Frequency (%) |
| 0 | 65 | |
| 1 | 44 | |
| 2 | 36 | |
| 3 | 20 | 1.4% |
| 4 | 34 | |
| 5 | 25 | 1.8% |
| 6 | 22 | 1.6% |
| 7 | 22 | 1.6% |
| 8 | 23 | 1.6% |
| 9 | 28 |
| Value | Count | Frequency (%) |
| 201 | 1 | |
| 177 | 1 | |
| 174 | 1 | |
| 163 | 1 | |
| 152 | 1 | |
| 140 | 1 | |
| 134 | 1 | |
| 133 | 1 | |
| 131 | 2 | |
| 130 | 1 |
wkts
Real number (ℝ)
HIGH CORRELATION MISSING ZEROS
| Distinct | 7 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 846 |
| Missing (%) | 60.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.2046263 |
| Minimum | 0 |
|---|---|
| Maximum | 7 |
| Zeros | 201 |
| Zeros (%) | 14.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.1982369 |
|---|---|
| Coefficient of variation (CV) | 0.99469596 |
| Kurtosis | 0.89729461 |
| Mean | 1.2046263 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.96050567 |
| Sum | 677 |
| Variance | 1.4357718 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 0 | 201 | 14.3% |
| 1 | 155 | 11.0% |
| 2 | 130 | 9.2% |
| 3 | 51 | 3.6% |
| 4 | 18 | 1.3% |
| 5 | 6 | 0.4% |
| 7 | 1 | 0.1% |
| (Missing) | 846 |
| Value | Count | Frequency (%) |
| 0 | 201 | |
| 1 | 155 | |
| 2 | 130 | |
| 3 | 51 | 3.6% |
| 4 | 18 | 1.3% |
| 5 | 6 | 0.4% |
| 7 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 7 | 1 | 0.1% |
| 5 | 6 | 0.4% |
| 4 | 18 | 1.3% |
| 3 | 51 | 3.6% |
| 2 | 130 | |
| 1 | 155 | |
| 0 | 201 |
wicketball_prob
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 129 |
|---|---|
| Distinct (%) | 9.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.070573564 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 330 |
| Zeros (%) | 23.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.010724091 |
| median | 0.032258065 |
| Q3 | 0.0625 |
| 95-th percentile | 0.25 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.05177591 |
Descriptive statistics
| Standard deviation | 0.15253478 |
|---|---|
| Coefficient of variation (CV) | 2.1613587 |
| Kurtosis | 24.630256 |
| Mean | 0.070573564 |
| Median Absolute Deviation (MAD) | 0.026565464 |
| Skewness | 4.7396005 |
| Sum | 99.367578 |
| Variance | 0.02326686 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 330 | |
| 0.033333333 | 71 | 5.0% |
| 0.016666667 | 61 | 4.3% |
| 0.05 | 36 | 2.6% |
| 0.055555556 | 35 | 2.5% |
| 0.041666667 | 34 | 2.4% |
| 0.066666667 | 32 | 2.3% |
| 0.037037037 | 32 | 2.3% |
| 0.083333333 | 28 | 2.0% |
| 1 | 27 | 1.9% |
| Other values (119) | 722 |
| Value | Count | Frequency (%) |
| 0 | 330 | |
| 0.007142857 | 1 | 0.1% |
| 0.007874016 | 1 | 0.1% |
| 0.008064516 | 1 | 0.1% |
| 0.008403361 | 1 | 0.1% |
| 0.008474576 | 1 | 0.1% |
| 0.00862069 | 3 | 0.2% |
| 0.008849558 | 2 | 0.1% |
| 0.009009009 | 1 | 0.1% |
| 0.009090909 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 27 | |
| 0.5 | 20 | |
| 0.333333333 | 19 | |
| 0.25 | 21 | |
| 0.222222222 | 1 | 0.1% |
| 0.2 | 21 | |
| 0.166666667 | 24 | |
| 0.142857143 | 20 | |
| 0.125 | 21 | |
| 0.118644068 | 1 | 0.1% |
runs_per_ball
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 645 |
|---|---|
| Distinct (%) | 45.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.89875545 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 65 |
| Zeros (%) | 4.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.11597222 |
| Q1 | 0.62135 |
| median | 0.87900517 |
| Q3 | 1.1308189 |
| 95-th percentile | 1.6666667 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0.50946887 |
Descriptive statistics
| Standard deviation | 0.47105086 |
|---|---|
| Coefficient of variation (CV) | 0.52411461 |
| Kurtosis | 10.545905 |
| Mean | 0.89875545 |
| Median Absolute Deviation (MAD) | 0.25415 |
| Skewness | 1.3884496 |
| Sum | 1265.4477 |
| Variance | 0.22188892 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 65 | 4.6% |
| 1 | 59 | 4.2% |
| 0.5 | 31 | 2.2% |
| 0.8 | 21 | 1.5% |
| 0.75 | 17 | 1.2% |
| 1.166666667 | 15 | 1.1% |
| 1.5 | 14 | 1.0% |
| 1.333333333 | 14 | 1.0% |
| 0.916666667 | 13 | 0.9% |
| 0.3333 | 12 | 0.9% |
| Other values (635) | 1147 |
| Value | Count | Frequency (%) |
| 0 | 65 | |
| 0.0416 | 1 | 0.1% |
| 0.05 | 1 | 0.1% |
| 0.0909 | 1 | 0.1% |
| 0.1 | 1 | 0.1% |
| 0.1111 | 1 | 0.1% |
| 0.111111111 | 1 | 0.1% |
| 0.125 | 2 | 0.1% |
| 0.1428 | 4 | 0.3% |
| 0.1538 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 6 | 1 | |
| 3 | 2 | |
| 2.666666667 | 2 | |
| 2.6428 | 1 | |
| 2.5555 | 1 | |
| 2.5294 | 1 | |
| 2.5 | 1 | |
| 2.409 | 1 | |
| 2.3333 | 2 | |
| 2.2666 | 1 |
opposition
Categorical
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.1 KiB |
| v India | |
|---|---|
| v South Africa | |
| v Australia | |
| v New Zealand | |
| v Pakistan | |
| Other values (5) |
Length
| Max length | 14 |
|---|---|
| Median length | 12 |
| Mean length | 11.253551 |
| Min length | 7 |
Characters and Unicode
| Total characters | 15845 |
|---|---|
| Distinct characters | 28 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | v South Africa |
|---|---|
| 2nd row | v India |
| 3rd row | v England |
| 4th row | v Bangladesh |
| 5th row | v Pakistan |
Common Values
| Value | Count | Frequency (%) |
| v India | 166 | |
| v South Africa | 163 | |
| v Australia | 152 | |
| v New Zealand | 144 | |
| v Pakistan | 139 | |
| v England | 134 | |
| v Netherlands | 134 | |
| v Afghanistan | 130 | |
| v Bangladesh | 123 | |
| v Sri Lanka | 123 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| v | 1408 | |
| india | 166 | 5.1% |
| south | 163 | 5.0% |
| africa | 163 | 5.0% |
| australia | 152 | 4.7% |
| new | 144 | 4.4% |
| zealand | 144 | 4.4% |
| pakistan | 139 | 4.3% |
| england | 134 | 4.1% |
| netherlands | 134 | 4.1% |
| Other values (4) | 499 | 15.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 2219 | |
| 1838 | 11.6% | |
| v | 1408 | 8.9% |
| n | 1357 | 8.6% |
| i | 873 | 5.5% |
| t | 718 | 4.5% |
| d | 701 | 4.4% |
| l | 687 | 4.3% |
| e | 679 | 4.3% |
| s | 678 | 4.3% |
| Other values (18) | 4687 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 12169 | |
| Space Separator | 1838 | 11.6% |
| Uppercase Letter | 1838 | 11.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 2219 | |
| v | 1408 | |
| n | 1357 | |
| i | 873 | 7.2% |
| t | 718 | 5.9% |
| d | 701 | 5.8% |
| l | 687 | 5.6% |
| e | 679 | 5.6% |
| s | 678 | 5.6% |
| r | 572 | 4.7% |
| Other values (8) | 2277 |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 445 | |
| S | 286 | |
| N | 278 | |
| I | 166 | 9.0% |
| Z | 144 | 7.8% |
| P | 139 | 7.6% |
| E | 134 | 7.3% |
| B | 123 | 6.7% |
| L | 123 | 6.7% |
Space Separator
| Value | Count | Frequency (%) |
| 1838 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 14007 | |
| Common | 1838 | 11.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 2219 | |
| v | 1408 | 10.1% |
| n | 1357 | 9.7% |
| i | 873 | 6.2% |
| t | 718 | 5.1% |
| d | 701 | 5.0% |
| l | 687 | 4.9% |
| e | 679 | 4.8% |
| s | 678 | 4.8% |
| r | 572 | 4.1% |
| Other values (17) | 4115 |
Common
| Value | Count | Frequency (%) |
| 1838 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 15845 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 2219 | |
| 1838 | 11.6% | |
| v | 1408 | 8.9% |
| n | 1357 | 8.6% |
| i | 873 | 5.5% |
| t | 718 | 4.5% |
| d | 701 | 4.4% |
| l | 687 | 4.3% |
| e | 679 | 4.3% |
| s | 678 | 4.3% |
| Other values (18) | 4687 |
ground
Categorical
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.1 KiB |
| Dharamsala | |
|---|---|
| Eden Gardens | |
| Delhi | |
| Lucknow | |
| Wankhede | |
| Other values (5) |
Length
| Max length | 12 |
|---|---|
| Median length | 9 |
| Mean length | 7.9815341 |
| Min length | 4 |
Characters and Unicode
| Total characters | 11238 |
|---|---|
| Distinct characters | 29 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Chennai |
|---|---|
| 2nd row | Lucknow |
| 3rd row | Ahmedabad |
| 4th row | Chennai |
| 5th row | Chennai |
Common Values
| Value | Count | Frequency (%) |
| Dharamsala | 156 | |
| Eden Gardens | 156 | |
| Delhi | 153 | |
| Lucknow | 149 | |
| Wankhede | 148 | |
| Chennai | 145 | |
| Bengaluru | 144 | |
| Pune | 142 | |
| Ahmedabad | 117 | |
| Hyderabad | 98 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| dharamsala | 156 | |
| eden | 156 | |
| gardens | 156 | |
| delhi | 153 | |
| lucknow | 149 | |
| wankhede | 148 | |
| chennai | 145 | |
| bengaluru | 144 | |
| pune | 142 | |
| ahmedabad | 117 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 1647 | |
| e | 1407 | |
| n | 1185 | 10.5% |
| d | 890 | 7.9% |
| h | 719 | 6.4% |
| u | 579 | 5.2% |
| r | 554 | 4.9% |
| l | 453 | 4.0% |
| s | 312 | 2.8% |
| D | 309 | 2.7% |
| Other values (19) | 3183 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 9518 | |
| Uppercase Letter | 1564 | 13.9% |
| Space Separator | 156 | 1.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 1647 | |
| e | 1407 | |
| n | 1185 | |
| d | 890 | |
| h | 719 | |
| u | 579 | 6.1% |
| r | 554 | 5.8% |
| l | 453 | 4.8% |
| s | 312 | 3.3% |
| i | 298 | 3.1% |
| Other values (8) | 1474 |
Uppercase Letter
| Value | Count | Frequency (%) |
| D | 309 | |
| G | 156 | |
| E | 156 | |
| L | 149 | |
| W | 148 | |
| C | 145 | |
| B | 144 | |
| P | 142 | |
| A | 117 | 7.5% |
| H | 98 | 6.3% |
Space Separator
| Value | Count | Frequency (%) |
| 156 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 11082 | |
| Common | 156 | 1.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 1647 | |
| e | 1407 | |
| n | 1185 | 10.7% |
| d | 890 | 8.0% |
| h | 719 | 6.5% |
| u | 579 | 5.2% |
| r | 554 | 5.0% |
| l | 453 | 4.1% |
| s | 312 | 2.8% |
| D | 309 | 2.8% |
| Other values (18) | 3027 |
Common
| Value | Count | Frequency (%) |
| 156 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 11238 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 1647 | |
| e | 1407 | |
| n | 1185 | 10.5% |
| d | 890 | 7.9% |
| h | 719 | 6.4% |
| u | 579 | 5.2% |
| r | 554 | 4.9% |
| l | 453 | 4.0% |
| s | 312 | 2.8% |
| D | 309 | 2.7% |
| Other values (19) | 3183 |
start_date
Date
| Distinct | 41 |
|---|---|
| Distinct (%) | 2.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.1 KiB |
| Minimum | 2023-10-05 00:00:00 |
|---|---|
| Maximum | 2023-11-16 00:00:00 |
Histogram with fixed size bins (bins=41)
overs
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 38 |
|---|---|
| Distinct (%) | 6.8% |
| Missing | 846 |
| Missing (%) | 60.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.3425267 |
| Minimum | 0.3 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.1 KiB |
Quantile statistics
| Minimum | 0.3 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 5.55 |
| median | 8 |
| Q3 | 10 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 9.7 |
| Interquartile range (IQR) | 4.45 |
Descriptive statistics
| Standard deviation | 2.6797363 |
|---|---|
| Coefficient of variation (CV) | 0.36496106 |
| Kurtosis | -0.41820524 |
| Mean | 7.3425267 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.8153724 |
| Sum | 4126.5 |
| Variance | 7.1809868 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=38)
| Value | Count | Frequency (%) |
| 10 | 168 | 11.9% |
| 9 | 61 | 4.3% |
| 8 | 57 | 4.0% |
| 7 | 49 | 3.5% |
| 6 | 34 | 2.4% |
| 4 | 33 | 2.3% |
| 5 | 32 | 2.3% |
| 3 | 27 | 1.9% |
| 2 | 23 | 1.6% |
| 1 | 12 | 0.9% |
| Other values (28) | 66 | 4.7% |
| (Missing) | 846 |
| Value | Count | Frequency (%) |
| 0.3 | 3 | 0.2% |
| 0.4 | 1 | 0.1% |
| 0.5 | 1 | 0.1% |
| 1 | 12 | 0.9% |
| 2 | 23 | |
| 3 | 27 | |
| 4 | 33 | |
| 4.2 | 1 | 0.1% |
| 4.3 | 1 | 0.1% |
| 4.4 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 10 | 168 | |
| 9.5 | 2 | 0.1% |
| 9.4 | 4 | 0.3% |
| 9.3 | 6 | 0.4% |
| 9.2 | 4 | 0.3% |
| 9.1 | 1 | 0.1% |
| 9 | 61 | 4.3% |
| 8.5 | 4 | 0.3% |
| 8.4 | 1 | 0.1% |
| 8.3 | 4 | 0.3% |
mdns
Categorical
HIGH CORRELATION IMBALANCE MISSING
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 846 |
| Missing (%) | 60.1% |
| Memory size | 11.1 KiB |
| 0.0 | |
|---|---|
| 1.0 | |
| 2.0 | 14 |
| 3.0 | 4 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1686 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 2.0 |
| 3rd row | 1.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 440 | |
| 1.0 | 104 | 7.4% |
| 2.0 | 14 | 1.0% |
| 3.0 | 4 | 0.3% |
| (Missing) | 846 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 440 | |
| 1.0 | 104 | 18.5% |
| 2.0 | 14 | 2.5% |
| 3.0 | 4 | 0.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1002 | |
| . | 562 | |
| 1 | 104 | 6.2% |
| 2 | 14 | 0.8% |
| 3 | 4 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1124 | |
| Other Punctuation | 562 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1002 | |
| 1 | 104 | 9.3% |
| 2 | 14 | 1.2% |
| 3 | 4 | 0.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 562 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1686 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1002 | |
| . | 562 | |
| 1 | 104 | 6.2% |
| 2 | 14 | 0.8% |
| 3 | 4 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1686 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1002 | |
| . | 562 | |
| 1 | 104 | 6.2% |
| 2 | 14 | 0.8% |
| 3 | 4 | 0.2% |
econ
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 230 |
|---|---|
| Distinct (%) | 40.9% |
| Missing | 846 |
| Missing (%) | 60.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.946637 |
| Minimum | 1.35 |
|---|---|
| Maximum | 16 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.1 KiB |
Quantile statistics
| Minimum | 1.35 |
|---|---|
| 5-th percentile | 2.8 |
| Q1 | 4.5 |
| median | 5.675 |
| Q3 | 7.12 |
| 95-th percentile | 9.956 |
| Maximum | 16 |
| Range | 14.65 |
| Interquartile range (IQR) | 2.62 |
Descriptive statistics
| Standard deviation | 2.1415663 |
|---|---|
| Coefficient of variation (CV) | 0.36013066 |
| Kurtosis | 1.6862701 |
| Mean | 5.946637 |
| Median Absolute Deviation (MAD) | 1.325 |
| Skewness | 0.85278729 |
| Sum | 3342.01 |
| Variance | 4.5863061 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 6 | 18 | 1.3% |
| 7 | 15 | 1.1% |
| 8 | 13 | 0.9% |
| 5.5 | 13 | 0.9% |
| 4.5 | 11 | 0.8% |
| 5 | 10 | 0.7% |
| 4 | 8 | 0.6% |
| 5.4 | 7 | 0.5% |
| 3.5 | 7 | 0.5% |
| 8.5 | 7 | 0.5% |
| Other values (220) | 453 | |
| (Missing) | 846 |
| Value | Count | Frequency (%) |
| 1.35 | 1 | |
| 1.5 | 2 | |
| 1.6 | 1 | |
| 2 | 2 | |
| 2.1 | 1 | |
| 2.2 | 1 | |
| 2.25 | 1 | |
| 2.28 | 2 | |
| 2.4 | 1 | |
| 2.5 | 1 |
| Value | Count | Frequency (%) |
| 16 | 2 | |
| 13.5 | 1 | 0.1% |
| 12.66 | 1 | 0.1% |
| 12.54 | 1 | 0.1% |
| 12 | 2 | |
| 11.75 | 2 | |
| 11.5 | 2 | |
| 11.16 | 1 | 0.1% |
| 11 | 4 | |
| 10.85 | 1 | 0.1% |
inns
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.1 KiB |
| 1 | |
|---|---|
| 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1408 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 745 | |
| 2 | 663 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 745 | |
| 2 | 663 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 745 | |
| 2 | 663 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1408 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 745 | |
| 2 | 663 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1408 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 745 | |
| 2 | 663 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1408 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 745 | |
| 2 | 663 |
4s
Real number (ℝ)
HIGH CORRELATION MISSING ZEROS
| Distinct | 20 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 562 |
| Missing (%) | 39.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.6052009 |
| Minimum | 0 |
|---|---|
| Maximum | 21 |
| Zeros | 255 |
| Zeros (%) | 18.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 9 |
| Maximum | 21 |
| Range | 21 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.1469224 |
|---|---|
| Coefficient of variation (CV) | 1.2079385 |
| Kurtosis | 4.1974074 |
| Mean | 2.6052009 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.8380005 |
| Sum | 2204 |
| Variance | 9.9031208 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=20)
| Value | Count | Frequency (%) |
| 0 | 255 | |
| 1 | 164 | 11.6% |
| 2 | 116 | 8.2% |
| 3 | 84 | 6.0% |
| 4 | 60 | 4.3% |
| 6 | 37 | 2.6% |
| 5 | 31 | 2.2% |
| 7 | 24 | 1.7% |
| 8 | 22 | 1.6% |
| 9 | 17 | 1.2% |
| Other values (10) | 36 | 2.6% |
| (Missing) | 562 |
| Value | Count | Frequency (%) |
| 0 | 255 | |
| 1 | 164 | |
| 2 | 116 | |
| 3 | 84 | 6.0% |
| 4 | 60 | 4.3% |
| 5 | 31 | 2.2% |
| 6 | 37 | 2.6% |
| 7 | 24 | 1.7% |
| 8 | 22 | 1.6% |
| 9 | 17 | 1.2% |
| Value | Count | Frequency (%) |
| 21 | 1 | 0.1% |
| 19 | 1 | 0.1% |
| 17 | 1 | 0.1% |
| 16 | 2 | 0.1% |
| 15 | 2 | 0.1% |
| 14 | 3 | 0.2% |
| 13 | 1 | 0.1% |
| 12 | 5 | |
| 11 | 8 | |
| 10 | 12 |
6s
Real number (ℝ)
HIGH CORRELATION MISSING ZEROS
| Distinct | 12 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 562 |
| Missing (%) | 39.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.75177305 |
| Minimum | 0 |
|---|---|
| Maximum | 11 |
| Zeros | 558 |
| Zeros (%) | 39.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 4 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.5041844 |
|---|---|
| Coefficient of variation (CV) | 2.0008491 |
| Kurtosis | 11.274448 |
| Mean | 0.75177305 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.0479762 |
| Sum | 636 |
| Variance | 2.2625708 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 0 | 558 | |
| 1 | 149 | 10.6% |
| 2 | 60 | 4.3% |
| 3 | 30 | 2.1% |
| 4 | 18 | 1.3% |
| 5 | 11 | 0.8% |
| 6 | 7 | 0.5% |
| 7 | 4 | 0.3% |
| 8 | 4 | 0.3% |
| 9 | 3 | 0.2% |
| Other values (2) | 2 | 0.1% |
| (Missing) | 562 |
| Value | Count | Frequency (%) |
| 0 | 558 | |
| 1 | 149 | 10.6% |
| 2 | 60 | 4.3% |
| 3 | 30 | 2.1% |
| 4 | 18 | 1.3% |
| 5 | 11 | 0.8% |
| 6 | 7 | 0.5% |
| 7 | 4 | 0.3% |
| 8 | 4 | 0.3% |
| 9 | 3 | 0.2% |
| Value | Count | Frequency (%) |
| 11 | 1 | 0.1% |
| 10 | 1 | 0.1% |
| 9 | 3 | 0.2% |
| 8 | 4 | 0.3% |
| 7 | 4 | 0.3% |
| 6 | 7 | 0.5% |
| 5 | 11 | 0.8% |
| 4 | 18 | 1.3% |
| 3 | 30 | |
| 2 | 60 |
sr
Real number (ℝ)
HIGH CORRELATION MISSING ZEROS
| Distinct | 429 |
|---|---|
| Distinct (%) | 50.7% |
| Missing | 562 |
| Missing (%) | 39.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 83.716596 |
| Minimum | 0 |
|---|---|
| Maximum | 600 |
| Zeros | 65 |
| Zeros (%) | 4.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 51.61 |
| median | 81.81 |
| Q3 | 107.02 |
| 95-th percentile | 171.42 |
| Maximum | 600 |
| Range | 600 |
| Interquartile range (IQR) | 55.41 |
Descriptive statistics
| Standard deviation | 52.475444 |
|---|---|
| Coefficient of variation (CV) | 0.62682248 |
| Kurtosis | 11.543246 |
| Mean | 83.716596 |
| Median Absolute Deviation (MAD) | 27.93 |
| Skewness | 1.6836767 |
| Sum | 70824.24 |
| Variance | 2753.6723 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 65 | 4.6% |
| 100 | 41 | 2.9% |
| 50 | 25 | 1.8% |
| 80 | 14 | 1.0% |
| 66.66 | 13 | 0.9% |
| 33.33 | 12 | 0.9% |
| 133.33 | 12 | 0.9% |
| 83.33 | 12 | 0.9% |
| 25 | 9 | 0.6% |
| 60 | 9 | 0.6% |
| Other values (419) | 634 | |
| (Missing) | 562 |
| Value | Count | Frequency (%) |
| 0 | 65 | |
| 4.16 | 1 | 0.1% |
| 5 | 1 | 0.1% |
| 9.09 | 1 | 0.1% |
| 10 | 1 | 0.1% |
| 11.11 | 2 | 0.1% |
| 12.5 | 2 | 0.1% |
| 14.28 | 4 | 0.3% |
| 15.38 | 1 | 0.1% |
| 16.66 | 3 | 0.2% |
| Value | Count | Frequency (%) |
| 600 | 1 | |
| 300 | 2 | |
| 264.28 | 1 | |
| 255.55 | 1 | |
| 252.94 | 1 | |
| 250 | 1 | |
| 240.9 | 1 | |
| 233.33 | 2 | |
| 226.66 | 1 | |
| 220 | 1 |
not_out
Categorical
HIGH CORRELATION MISSING
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 562 |
| Missing (%) | 39.9% |
| Memory size | 11.1 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2538 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 1.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 718 | |
| 1.0 | 128 | 9.1% |
| (Missing) | 562 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 718 | |
| 1.0 | 128 | 15.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1564 | |
| . | 846 | |
| 1 | 128 | 5.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1692 | |
| Other Punctuation | 846 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1564 | |
| 1 | 128 | 7.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 846 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2538 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1564 | |
| . | 846 | |
| 1 | 128 | 5.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2538 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1564 | |
| . | 846 | |
| 1 | 128 | 5.0% |
mins
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 156 |
|---|---|
| Distinct (%) | 18.4% |
| Missing | 562 |
| Missing (%) | 39.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 42.72104 |
| Minimum | 1 |
|---|---|
| Maximum | 217 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 12 |
| median | 28 |
| Q3 | 60 |
| 95-th percentile | 132.75 |
| Maximum | 217 |
| Range | 216 |
| Interquartile range (IQR) | 48 |
Descriptive statistics
| Standard deviation | 41.576908 |
|---|---|
| Coefficient of variation (CV) | 0.97321852 |
| Kurtosis | 1.7971423 |
| Mean | 42.72104 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | 1.4622465 |
| Sum | 36142 |
| Variance | 1728.6392 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 29 | 2.1% |
| 2 | 23 | 1.6% |
| 6 | 21 | 1.5% |
| 7 | 19 | 1.3% |
| 5 | 17 | 1.2% |
| 4 | 17 | 1.2% |
| 9 | 17 | 1.2% |
| 14 | 16 | 1.1% |
| 23 | 16 | 1.1% |
| 21 | 16 | 1.1% |
| Other values (146) | 655 | |
| (Missing) | 562 |
| Value | Count | Frequency (%) |
| 1 | 29 | |
| 2 | 23 | |
| 3 | 15 | |
| 4 | 17 | |
| 5 | 17 | |
| 6 | 21 | |
| 7 | 19 | |
| 8 | 16 | |
| 9 | 17 | |
| 10 | 13 |
| Value | Count | Frequency (%) |
| 217 | 1 | 0.1% |
| 195 | 1 | 0.1% |
| 193 | 1 | 0.1% |
| 192 | 2 | |
| 182 | 1 | 0.1% |
| 181 | 1 | 0.1% |
| 180 | 3 | |
| 177 | 1 | 0.1% |
| 176 | 1 | 0.1% |
| 173 | 1 | 0.1% |
| bb_bf | runs | wkts | wicketball_prob | runs_per_ball | overs | econ | 4s | 6s | sr | mins | team | bat_or_bowl | opposition | ground | mdns | inns | not_out | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| bb_bf | 1.000 | 0.902 | 0.473 | -0.449 | 0.194 | 1.000 | -0.206 | 0.809 | 0.496 | 0.296 | 0.973 | 0.027 | 0.559 | 0.035 | 0.000 | 0.102 | 0.097 | 0.157 |
| runs | 0.902 | 1.000 | 0.216 | -0.503 | 0.547 | 0.650 | 0.502 | 0.890 | 0.640 | 0.607 | 0.914 | 0.040 | 0.476 | 0.034 | 0.046 | 0.070 | 0.096 | 0.133 |
| wkts | 0.473 | 0.216 | 1.000 | 0.945 | -0.273 | 0.473 | -0.273 | NaN | NaN | NaN | NaN | 0.059 | 1.000 | 0.000 | 0.000 | 0.130 | 0.000 | 0.000 |
| wicketball_prob | -0.449 | -0.503 | 0.945 | 1.000 | -0.378 | 0.257 | -0.241 | -0.556 | -0.418 | -0.423 | -0.660 | 0.000 | 0.288 | 0.027 | 0.000 | 0.000 | 0.000 | 0.209 |
| runs_per_ball | 0.194 | 0.547 | -0.273 | -0.378 | 1.000 | -0.206 | 1.000 | 0.560 | 0.572 | 1.000 | 0.323 | 0.053 | 0.233 | 0.063 | 0.108 | 0.222 | 0.069 | 0.262 |
| overs | 1.000 | 0.650 | 0.473 | 0.257 | -0.206 | 1.000 | -0.206 | NaN | NaN | NaN | NaN | 0.041 | 1.000 | 0.000 | 0.089 | 0.061 | 0.209 | 0.000 |
| econ | -0.206 | 0.502 | -0.273 | -0.241 | 1.000 | -0.206 | 1.000 | NaN | NaN | NaN | NaN | 0.087 | 1.000 | 0.107 | 0.085 | 0.261 | 0.087 | 0.000 |
| 4s | 0.809 | 0.890 | NaN | -0.556 | 0.560 | NaN | NaN | 1.000 | 0.446 | 0.560 | 0.798 | 0.060 | 1.000 | 0.067 | 0.021 | 0.000 | 0.054 | 0.124 |
| 6s | 0.496 | 0.640 | NaN | -0.418 | 0.572 | NaN | NaN | 0.446 | 1.000 | 0.572 | 0.498 | 0.077 | 1.000 | 0.050 | 0.043 | 0.000 | 0.000 | 0.142 |
| sr | 0.296 | 0.607 | NaN | -0.423 | 1.000 | NaN | NaN | 0.560 | 0.572 | 1.000 | 0.323 | 0.099 | 1.000 | 0.083 | 0.092 | 0.000 | 0.070 | 0.267 |
| mins | 0.973 | 0.914 | NaN | -0.660 | 0.323 | NaN | NaN | 0.798 | 0.498 | 0.323 | 1.000 | 0.027 | 1.000 | 0.044 | 0.000 | 0.000 | 0.000 | 0.145 |
| team | 0.027 | 0.040 | 0.059 | 0.000 | 0.053 | 0.041 | 0.087 | 0.060 | 0.077 | 0.099 | 0.027 | 1.000 | 0.000 | 0.107 | 0.245 | 0.059 | 0.000 | 0.073 |
| bat_or_bowl | 0.559 | 0.476 | 1.000 | 0.288 | 0.233 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.000 | 1.000 | 0.000 | 0.000 | 1.000 | 0.000 | 1.000 |
| opposition | 0.035 | 0.034 | 0.000 | 0.027 | 0.063 | 0.000 | 0.107 | 0.067 | 0.050 | 0.083 | 0.044 | 0.107 | 0.000 | 1.000 | 0.242 | 0.000 | 0.000 | 0.034 |
| ground | 0.000 | 0.046 | 0.000 | 0.000 | 0.108 | 0.089 | 0.085 | 0.021 | 0.043 | 0.092 | 0.000 | 0.245 | 0.000 | 0.242 | 1.000 | 0.053 | 0.000 | 0.000 |
| mdns | 0.102 | 0.070 | 0.130 | 0.000 | 0.222 | 0.061 | 0.261 | 0.000 | 0.000 | 0.000 | 0.000 | 0.059 | 1.000 | 0.000 | 0.053 | 1.000 | 0.000 | 0.000 |
| inns | 0.097 | 0.096 | 0.000 | 0.000 | 0.069 | 0.209 | 0.087 | 0.054 | 0.000 | 0.070 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.033 |
| not_out | 0.157 | 0.133 | 0.000 | 0.209 | 0.262 | 0.000 | 0.000 | 0.124 | 0.142 | 0.267 | 0.145 | 0.073 | 1.000 | 0.034 | 0.000 | 0.000 | 0.033 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| team | player | bat_or_bowl | bb_bf | runs | wkts | wicketball_prob | runs_per_ball | opposition | ground | start_date | overs | mdns | econ | inns | 4s | 6s | sr | not_out | mins | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | PAK | Shaheen Shah Afridi (PAK) | bowl | 60 | 45 | 3.0 | 0.050000 | 0.750000 | v South Africa | Chennai | 27-Oct-23 | 10.0 | 0.0 | 4.50 | 2 | NaN | NaN | NaN | NaN | NaN |
| 1 | ENG | DJ Willey (ENG) | bowl | 60 | 45 | 3.0 | 0.050000 | 0.750000 | v India | Lucknow | 29-Oct-23 | 10.0 | 2.0 | 4.50 | 1 | NaN | NaN | NaN | NaN | NaN |
| 2 | NZ | MJ Henry (NZ) | bowl | 60 | 48 | 3.0 | 0.050000 | 0.800000 | v England | Ahmedabad | 5-Oct-23 | 10.0 | 1.0 | 4.80 | 1 | NaN | NaN | NaN | NaN | NaN |
| 3 | NZ | LH Ferguson (NZ) | bowl | 60 | 49 | 3.0 | 0.050000 | 0.816667 | v Bangladesh | Chennai | 13-Oct-23 | 10.0 | 0.0 | 4.90 | 1 | NaN | NaN | NaN | NaN | NaN |
| 4 | AFG | Noor Ahmad (AFG) | bowl | 60 | 49 | 3.0 | 0.050000 | 0.816667 | v Pakistan | Chennai | 23-Oct-23 | 10.0 | 0.0 | 4.90 | 1 | NaN | NaN | NaN | NaN | NaN |
| 5 | AFG | Mujeeb Ur Rahman (AFG) | bowl | 60 | 51 | 3.0 | 0.050000 | 0.850000 | v England | Delhi | 15-Oct-23 | 10.0 | 1.0 | 5.10 | 2 | NaN | NaN | NaN | NaN | NaN |
| 6 | ENG | AU Rashid (ENG) | bowl | 48 | 54 | 3.0 | 0.062500 | 1.125000 | v Netherlands | Pune | 8-Nov-23 | 8.0 | 0.0 | 6.75 | 2 | NaN | NaN | NaN | NaN | NaN |
| 7 | NED | LV van Beek (NED) | bowl | 53 | 60 | 3.0 | 0.056604 | 1.132075 | v South Africa | Dharamsala | 17-Oct-23 | 8.5 | 0.0 | 6.79 | 2 | NaN | NaN | NaN | NaN | NaN |
| 8 | BAN | Mehidy Hasan Miraz (BAN) | bowl | 54 | 60 | 3.0 | 0.055556 | 1.111111 | v Pakistan | Eden Gardens | 31-Oct-23 | 9.0 | 0.0 | 6.66 | 2 | NaN | NaN | NaN | NaN | NaN |
| 9 | PAK | Mohammad Wasim (1) (PAK) | bowl | 60 | 60 | 3.0 | 0.050000 | 1.000000 | v New Zealand | Bengaluru | 4-Nov-23 | 10.0 | 0.0 | 6.00 | 1 | NaN | NaN | NaN | NaN | NaN |
| team | player | bat_or_bowl | bb_bf | runs | wkts | wicketball_prob | runs_per_ball | opposition | ground | start_date | overs | mdns | econ | inns | 4s | 6s | sr | not_out | mins | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1398 | IND | Mohammed Siraj (IND) | bowl | 54 | 78 | 1.0 | 0.018519 | 1.444444 | v New Zealand | Wankhede | 15-Nov-23 | 9.0 | 0.0 | 8.66 | 2 | NaN | NaN | NaN | NaN | NaN |
| 1399 | NZ | TA Boult (NZ) | bowl | 60 | 86 | 1.0 | 0.016667 | 1.433333 | v India | Wankhede | 15-Nov-23 | 10.0 | 0.0 | 8.60 | 1 | NaN | NaN | NaN | NaN | NaN |
| 1400 | NZ | GD Phillips (NZ) | bowl | 30 | 33 | 0.0 | 0.000000 | 1.100000 | v India | Wankhede | 15-Nov-23 | 5.0 | 0.0 | 6.60 | 1 | NaN | NaN | NaN | NaN | NaN |
| 1401 | AUS | GJ Maxwell (AUS) | bowl | 60 | 35 | 0.0 | 0.000000 | 0.583333 | v South Africa | Eden Gardens | 16-Nov-23 | 10.0 | 0.0 | 3.50 | 1 | NaN | NaN | NaN | NaN | NaN |
| 1402 | SA | M Jansen (SA) | bowl | 26 | 35 | 0.0 | 0.000000 | 1.346154 | v Australia | Eden Gardens | 16-Nov-23 | 4.2 | 0.0 | 8.07 | 2 | NaN | NaN | NaN | NaN | NaN |
| 1403 | NZ | MJ Santner (NZ) | bowl | 60 | 51 | 0.0 | 0.000000 | 0.850000 | v India | Wankhede | 15-Nov-23 | 10.0 | 1.0 | 5.10 | 1 | NaN | NaN | NaN | NaN | NaN |
| 1404 | AUS | A Zampa (AUS) | bowl | 42 | 55 | 0.0 | 0.000000 | 1.309524 | v South Africa | Eden Gardens | 16-Nov-23 | 7.0 | 0.0 | 7.85 | 1 | NaN | NaN | NaN | NaN | NaN |
| 1405 | NZ | R Ravindra (NZ) | bowl | 42 | 60 | 0.0 | 0.000000 | 1.428571 | v India | Wankhede | 15-Nov-23 | 7.0 | 0.0 | 8.57 | 1 | NaN | NaN | NaN | NaN | NaN |
| 1406 | IND | RA Jadeja (IND) | bowl | 60 | 63 | 0.0 | 0.000000 | 1.050000 | v New Zealand | Wankhede | 15-Nov-23 | 10.0 | 0.0 | 6.30 | 2 | NaN | NaN | NaN | NaN | NaN |
| 1407 | NZ | LH Ferguson (NZ) | bowl | 48 | 65 | 0.0 | 0.000000 | 1.354167 | v India | Wankhede | 15-Nov-23 | 8.0 | 0.0 | 8.12 | 1 | NaN | NaN | NaN | NaN | NaN |
Most frequently occurring
| team | player | bat_or_bowl | bb_bf | runs | wkts | wicketball_prob | runs_per_ball | opposition | ground | start_date | overs | mdns | econ | inns | 4s | 6s | sr | not_out | mins | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | ENG | AAP Atkinson (ENG) | bat | 1 | 0 | NaN | 1.0 | 0.0 | v Pakistan | Eden Gardens | 11-Nov-23 | NaN | NaN | NaN | 1 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 2 |
| 1 | PAK | Abdullah Shafique (PAK) | bat | 2 | 0 | NaN | 0.5 | 0.0 | v England | Eden Gardens | 11-Nov-23 | NaN | NaN | NaN | 2 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 | 2 |